Alexander Sergeev

Horovod: fast and easy distributed deep learning in TensorFlow

Alexander Sergeev, Mike Del Balso · arXiv (Cornell University) · 2018 · 522 citations · Full text

Computing, Computer Engineering, Computer Science +16

Combining spatial autocorrelation with machine learning increases prediction accuracy of soil heavy metals

Alexander Sergeev, Alexander Buevich, Elena Baglaeva et al. · CATENA · 2018 · 116 citations

Computing, Earth Sciences, Soil Sciences +16

The topology of fMRI-based networks defines the performance of a graph neural network for the classification of patients with major depressive disorder

Elena Pitsik, V. A. Maximenko, Semen Kurkin et al. · Chaos Solitons & Fractals · 2023 · 94 citations

Life Sciences, Neuroscience, Psychiatry +16

High variation topsoil pollution forecasting in the Russian Subarctic: Using artificial neural networks combined with residual kriging

Dmitry Tarasov, Alexander Buevich, Alexander Sergeev et al. · Applied Geochemistry · 2017 · 66 citations

Natural Sciences, Earth Sciences, Soil Sciences +11

A two-step combined algorithm based on NARX neural network and the subsequent prediction of the residues improves prediction accuracy of the greenhouse gases concentrations

Alexander Buevich, Alexander Sergeev, Andrey Shichkin et al. · Neural Computing and Applications · 2020 · 37 citations

Natural Sciences, Computer Science, Environmental Sciences +9